Yaroslav Ganin
- Unsupervised Domain Adaptation by Backpropagation
2014/09/26 by Yaroslav Ganin, Ganin, Yaroslav, Victor Lempitsky +1 · 106 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
- A Generalist Neural Algorithmic Learner
2022/09/22 by Borja Ibarz, Vitaly Kurin, Ibarz, Borja +27 · 2 voices · 4 citations
Computer Science · #Machine Learning and Algorithms #Advanced Graph Neural Networks #Advanced Neural Network Applications
- Speeding-up Convolutional Neural Networks Using Fine-tuned\n CP-Decomposition
2014/12/19 by Vadim Lebedev, Yaroslav Ganin, Lebedev, Vadim +8 · 55 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Tensor decomposition and applications #Computational Physics and Python Applications
- Computer-Aided Design as Language
2021/05/06 by Yaroslav Ganin, Ganin, Yaroslav, Sergey Bartunov +8 · 1 voice · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #cs.CV #cs.LG
- Continuous diffusion for categorical data
2022/11/28 by Sander Dieleman, Laurent Sartran, Dieleman, Sander +25 · 26 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Music and Audio Processing
- Self-conditioned Embedding Diffusion for Text Generation
2022/11/08 by Robin Strudel, Strudel, Robin, Corentin Tallec +19 · 15 citations
Computer Science · #Topic Modeling
- Synthesizing Programs for Images using Reinforced Adversarial Learning
2018/04/03 by Yaroslav Ganin, Tejas Kulkarni, Ganin, Yaroslav +7 · 12 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques